Molecular Property Classification on MoleculeNet HIV
0.781ROC-AUCMolXPT
Evaluation Results
| Method | Links | |
|---|---|---|
| MolXPTModel Category=Specialist2025.02 | 0.781 | |
| Mol-LLM (w/o Graph)Model Category=Generalist2025.02 | 0.765 | |
| Mol-LLMModel Category=Generalist2025.02 | 0.751 | |
| GalacticaModel Category=Generalist2025.02 | 0.722 | |
| LlaSMolModel Category=Generalist, Official Checkpoint=true2025.02 | 0.703 | |
| InstructMolModel Category=Specialist2025.02 | 0.689 | |
| BioT5+Model Category=Semi-Generalist, Training Task Group=Cls. & Trans., Official Checkpoint=true2025.02 | 0.67 | |
| GPT-4Model Category=Generalist, Evaluation Setup=zero-shot2025.02 | 0.659 | |
| BioT5+Model Category=Semi-Generalist, Training Task Group=Reg. & React., Official Checkpoint=true2025.02 | 0.588 | |
| ChemDFMModel Category=Generalist, Official Checkpoint=true2025.02 | 0.524 | |
| Mol-InstructionsModel Category=Semi-Generalist, Official Checkpoint=true2025.02 | 0.492 | |
| MolCAModel Category=Specialist2025.02 | 0.47 | |
| 3D-MOLMModel Category=Generalist, Official Checkpoint=true2025.02 | 0.306 |